Welcome To Vision and Learning Lab!
About us

Vision and Learning Lab

The Vision and Learning Laboratory (VLLab), formerly named Computer Vision Laboratory (CVLab), was founded in the Research Center for Information Technology Innovation, Academia Sinica in January 2011, under the supervision of Dr. Yen-Yu Lin. Since August 2019, this laboratory was relocated to the Department of Computer Science, National Chiao Tung University. We dedicate ourselves to the development of cutting-edge technologies for computer vision, machine learning, pattern recognition, deep learning, and artificial intelligence.


RECENT NEWS


  • Congratulations! Our paper was accepted by IEEE Xplore
    Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang and Jia-Bin Huang, "Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-Segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), October 2021.

  • Congratulations! Our project proposal has been selected to receive the MOST Research Grant for University Students of 2021
    Ji-Jia Wu's project proposal titled "Supervised Semantic Segmentation on 3D Point Cloud," supervised by Dr. Yen-Yu, Lin, is selected as a recipient of the MOST Research Grant for University Students of 2021.

  • Congratulations! Our project proposal has been selected to receive the MOST Research Grant for University Students of 2021
    Wei-Jie Huang's project proposal titled "Domain Adaptive Object Detection with Transformers," supervised by Dr. Yen-Yu, Lin, is selected as a recipient of the MOST Research Grant for University Students of 2021.

  • Congratulations! Our paper was accepted by WACV 2021
    Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, and Xiaohui Xie, "MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation," Winter Conference on Applications of Computer Vision (WACV), January 2021.

  • Congratulations! Our paper was accepted by WACV 2021
    Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, and Xiaohui Xie, "Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos," Winter Conference on Applications of Computer Vision (WACV), January 2021.

  • Congratulations! Our paper was accepted by ACCV 2020
    Hung-Yu Tseng*, Yi-Wen Chen*, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin and Ming-Hsuan Yang, "Regularizing Meta-Learning via Gradient Dropout," to appear in Asian Conference on Computer Vision (ACCV), November 2020.

  • Congratulations! Our paper was accepted by MM 2020
    Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, and Wei Fan, "MM-Hand: 3D-Aware Multi-Modal Guided Hand Generation for 3D Hand Pose Synthesis," ACM International Conference on Multimedia (MM), October 2020.

  • Congratulations! Our paper was accepted by MM 2020
    Jen-Chun Lin, Wen-Li Wei, Yen-Yu Lin, Tyng-Luh Liu, and Hong-Yuan Mark Liao, "Learning From Music to Visual Storytelling of Shots: A Deep Interactive Learning Mechanism," ACM International Conference on Multimedia (MM), October 2020.

  • Congratulations! Our paper was accepted by ECCV 2020
    Cheng-Chun Hsu, Yi-Hsuan Tsai, Yen-Yu Lin, and Ming-Hsuan Yang, "Every Pixel Matters: Center-aware FeatureAlignment for Domain Adaptive Object Detector," European Conference on Computer Vision (ECCV), August 2020.

  • Congratulations! Our paper was accepted by TPAMI
    Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, and Jia-Bin Huang, "Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

  • Congratulations! Our paper was accepted by IJCAI 2020
    Han-Yi Lin, Pi-Cheng Hsiu, Tei-Wei Kuo, and Yen-Yu Lin, "Spatiotemporal Super-Resolution with Cross-Task Consistency and Its Semi-supervised Extension," International Joint Conference on Artificial Intelligence (IJCAI), July 2020.

  • Congratulations! Our paper was accepted by AAAI 2020
    Yung-Han Huang, Kuang-Jui Hsu, Shyh-Kang Jeng, and Yen-Yu Lin, "Weakly-supervised Video Re-localization with Multiscale Attention Model," AAAI Conference on Artificial Intelligence (AAAI), February 2020.

  • Congratulations! Our paper was accepted by WACV 2020
    Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Xiaohui Xie, and Wei Fan, "DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images for 3D Hand Pose Estimation," IEEE Winter Conference on Applications of Computer Vision (WACV), March 2020.

  • Congratulations! Our paper was accepted by NeurIPS 2019
    Cheng-Chun Hsu*, Kuang-Jui Hsu*, Chung-Chi Tsai, Yen-Yu Lin, and Yung-Yu Chuang, "Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior," Thirty-third Conference on Neural Information Processing Systems (NeurIPS), December 2019.

  • Congratulations! Our paper was accepted by IJCV 2019
    Yi-Wen Chen, Yi-Hsuan Tsai, Yen-Yu Lin, and Ming-Hsuan Yang, "VOSTR: Video Object Segmentation via Transferable Representations," to appear in International Journal of Computer Vision (IJCV).

  • Congratulations! Our paper was accepted by ICCV 2019
    Yu-Jhe Li, Yun-Chun Chen, Yen-Yu Lin, Xiaofei Du, and Yu-Chiang Frank Wang, "Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification," IEEE International Conference on Computer Vision (ICCV), October 2019.

  • Congratulations! Our paper was accepted by TMM 2019
    Chung-Chi Tsai, Kuang-Jui Hsu, Yen-Yu Lin, Xiaoning Qian, and Yung-Yu Chuang, "Deep Co-saliency Detection via Stacked Autoencoder-enabled Fusion and Self-trained CNNs," to appear in IEEE Transactions on Multimedia (TMM).

2019/07/19 Congratulations! One paper was accepted by AVSS 2019
Wen-Li Wei, Jen-Chun Lin, Yen-Yu Lin, and Hong-Yuan Mark Liao, "What Makes You Look Like You: Learning an Inherent Feature Representation for Person Re-Identification," has been accepted for AVSS 2019.
2019/07/19 Congratulations! One paper was accepted by BMVC 2019
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Yen-Yu Lin, Xiaohui Xie, and Wei Fan, "TAGAN: Tonality Aligned Generative Adversarial Networks for Realistic Hand Pose Synthesis," has been accepted for BMVC 2019.
2019/07/19 Congratulations! One paper was accepted by BMVC 2019
Yi-Wen Chen, Yi-Hsuan Tsai, Tiantian Wang, Yen-Yu Lin, and Ming-Hsuan Yang, "Referring Expression Object Segmentation with Caption-Aware Consistency," has been accepted for BMVC 2019.
2019/06/16 Congratulations! One paper will be published in IEEE Trans. on Image Processing
Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "Weakly Supervised Salient Object Detection by Learning A Classifier-Driven Map Generator," has been accepted for IEEE Trans. on Image Processing (TIP), volume 28, number 11, pages 5435-5449, November 2019.
2019/04/14 Congratulations! Yi-Tung Liao won IICM best master thesis award.
Hyperlink (IICM best master thesis award): http://www.iicm.org.tw/award/paper2018.pdf
2019/02/26 Congratulations! Three paper were accepted by CVPR 2019
Congratulations to Tsun-Yi Yang, Yi-Ting Chen, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image" has been accepted for CVPR 2019.

Congratulations to Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, and Jia-Bin Huang! Our work entitled "CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency" has been accepted for CVPR 2019.

Congratulations to Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency" has been accepted for CVPR 2019.
2019/02/21 Congratulations! One paper was accepted by DAC 2019
Congratulations to Yu-Chuan Chang, Wei-Ming Chen, Pi-Cheng Hsiu, Yen-Yu Lin, and Tei-Wei Kuo! Our work entitled "LSIM: Ultra Lightweight Similarity Measurement for Mobile Graphics Applications" has been accepted for DAC 2019.
2018/11/07 Congratulations! One paper was accepted by AAAI 2019
Congratulations to Yu-Lun Liu, Yi-Tung Liao, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "Deep Video Frame Interpolation using Cyclic Frame Generation" has been accepted for AAAI 2019.
2018/10/05 Congratulations! Two papers were accepted by ACCV 2018
Congratulations to Yun-Chun Chen, Po-Hsiang Huang, Li-Yu Yu, Jia-Bin Huang, Ming-Hsuan Yang, and Yen-Yu Lin! Our work entitled "Deep Semantic Matching with Foreground Detection and Cycle-Consistency" has been accepted for ACCV 2018.

Yi-Wen Chen, Yi-Hsuan Tsai, Chu-Ya Yang, Yen-Yu Lin, and Ming-Hsuan Yang! Our work entitled "Unseen Object Segmentation in Videos via Transferable Representations" has been accepted for ACCV 2018.
2018/07/23 Congratulations! One paper will be published in IEEE Trans. on Image Processing
Congratulations to Chung-Chi Tsai, Weizhi Li, Kuang-Jui Hsu, Xiaoning Qian, and Yen-Yu Lin! Our work entitled "Image Co-saliency Detection and Co-segmentation via Progressive Joint Optimization" has been accepted for IEEE Trans. on Image Processing (TIP).
2018/07/04 Congratulations! One papers was accepted by ECCV 2018
Congratulations to Kuang-Jui Hsu, Chung-Chi Tsai, Yen-Yu Lin, Xiaoning Qian, and Yung-Yu Chuang! Our work entitled "Unsupervised CNN-based Co-saliency Detection with Graphical Optimization" has been conditionally accepted for ECCV 2018.
2018/07/04 Congratulations! Two papers were accepted by BMVC 2018
Congratulations to Wei-Chih Hung, Yi-Hsuan Tsai, Yan-Ting Liou, Yen-Yu Lin, and Ming-Hsuan Yang! Our work entitled "Adversarial Learning for Semi-supervised Semantic Segmentation" has been accepted for BMVC 2018.

Congratulations to Shih-Yao Lin and Yen-Yu Lin! Our work entitled "Augmenting Mo-cap Data with Neural Data Translation for Human Action Recognition" has been accepted for BMVC 2018.
2018/07/04 Congratulations! Dr. Yen-Yu Lin receives The Young Scholars' Creativity Award 2018 from Foundation for the Advancement of Outstanding Scholarship
2018/06/13 Congratulations! One paper will be published in IEEE Trans. on Image Processing
Congratulations to Chun-Rong Huang, Wei-Cheng Wang, Wei-An Wang, Szu-Yu Lin, and Yen-Yu Lin! Our work entitled "USEQ: Ultra-Fast Superpixel Extraction via Quantization" has been accepted for IEEE Trans. on Image Processing (TIP).
2018/06/06 Congratulations! One paper was accepted by ICIP 2018
Congratulations to Wei-Cheng Wang, Hsin-Wei Cheng, Chun-Rong Huang, and Yen-Yu Lin! Our work entitled "Clustering Trajectories in Heterogeneous Representations for Video Event Detection" has been accepted for ICIP 2018.
2018/04/27 Congratulations! Dr. Yen-Yu Lin receives the Exploration Research Award 2018 from the Pan Wen-Yuan Foundation
2018/04/23 Congratulations! Two papers were accepted by IJCAI 2018
Congratulations to Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "Co-attention CNNs for Unsupervised Object Co-segmentation" has been conditionally accepted for IJCAI 2018.

Congratulations to Tsun-Yi Yang, Yi-Hsuan Huang, Yen-Yu Lin, Pi-Cheng Hsiu, and Yung-Yu Chuang! Our work entitled "SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation" has been accepted for IJCAI 2018.
2018/04/23 Congratulations! Ya-Fang Shih won IICM best master thesis award.
Hyperlink (IICM best master thesis award): http://www.iicm.org.tw/award/paper2017.pdf
2017/11/13 Congratulations! One paper was accepted by AAAI 2018
Congratulations to Ting-Kuei Hu, Yen-Yu Lin, and Pi-Cheng Hsiu! Our work entitled "Learning Adaptive Hidden Layers for Mobile Gesture Recognition" has been accepted for AAAI 2018.
2017/07/18 Congratulations! One paper was accepted by ICCV 2017
Congratulations to Tsun-Yi Yang, Jo-Han Hsu, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "DeepCD: Learning Deep Complementary Descriptors for Patch Representations" has been accepted for ICCV 2017.
2017/07/07 Congratulations! One paper was accepted by BMVC 2017
Congratulations to Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "Weakly Supervised Saliency Detection with A Category-Driven Map Generator" has been accepted for BMVC 2017.

Our Team

Laboratory Director

Dr. Yen-Yu Lin

Ph.D., Department of Computer Science and Information Engineering, National Taiwan University

Research Interests:
  • Computer Vision
  • Machine Learning
  • Deep Learning
  • Artificial Intelligence
Contact Information:
  • E-mail: lin[at]cs.nctu.edu.tw
  • Tel: +886-3-5712121 ext.54781
  • Website

Administrative Assistants

Chiang Tai

M.F.A., Mount Royal School of Art, Maryland Institute College of Art (MICA)

2020/08–present

Research Interests:
  • Contemporary Art
  • Interpretation Art
  • Sculpture and Video Art

Ph.D. Students

Cheng-Kun Yang

Ph.D. Student, Department of Computer Science and Information Engineering, National Taiwan University

Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin

2019/09–present

Research Interests:
  • Computer Vision
  • Deep Learning
  • Medical Imaging

Ardian Umam

Ph.D. Student, Department of Electrical Engineering and Computer Science, National Chiao Tung University

Advisors: Dr. Jen-Hui Chuang and Dr. Yen-Yu Lin

2021/01–present

Research Interests:
  • Computer Vision
  • Deep Learning
Contact Information:

Shih-Fang Chen

Ph.D. Student, Department of Electrical Engineering and Computer Science, National Chiao Tung University

Advisors: Dr. Yen-Yu Lin

2021/02–present

Research Interests:
  • Computer Vision
  • Deep Learning
Contact Information:

Jing-Cheng Ke

Ph.D. Student, Institute of Communications Engineering, National Tsing Hua University

Advisors: Dr. Chia-Wen Lin and Dr. Yen-Yu Lin

2021/05–present

Research Interests:
  • Referring Expression Comprehension
  • Zero-Shot Detection

Yi-Sheng Liao

Ph.D. Student, Institute of Computer Science and Engineering, National Chiao Tung University

Advisors: Dr. Chun-Rong Huang and Dr. Yen-Yu Lin

2021/07–present

Research Interests:
  • Style Transfer
  • Background Modeling
  • Superpixel
  • Optical Flow

Fu-Jen Tsai

Ph.D. Student, Department of Electrical Engineering, National Tsing Hua University

Advisors: Dr. Chia-Wen Lin and Dr. Yen-Yu Lin

2021/07–present

Research Interests:
  • Computer Vision
  • Low-level Vision

M.S. Students

De-Le Wang

M.S. Student, Departure of Electrical Engineering, National Tsing Hua University

Advisors: Dr. Chia-Wen Lin and Dr. Yen-Yu Lin

2019/09–present

Research Interests:
  • Computer Vision
  • Image Processing
  • Deep Learning

Chung-Hsuan Cheng

M.S. Student, Institute of Computer Science and Engineering, National Chiao Tung University

2020/03–present

Research Interests:
  • Computer Vision

Po-Sheng Liu

M.S. Student, Institute of Multimedia Engineering, National Chiao Tung University

2020/03–present

Research Interests:
  • Computer Vision

Yu-Lin Lu

M.S. Student, Institute of Computer Science and Engineering, National Chiao Tung University

2020/07–present

Research Interests:
  • Computer Vision

I-Chu Hung

M.S. Student, Institute of Computer Science and Engineering, National Chiao Tung University

2020/07–present

Research Interests:
  • Computer Vision

Hung-Lin Yen

M.S. Student, Institute of Computer Science and Engineering, National Chiao Tung University

2020/08–present

Research Interests:
  • Computer Vision

Sy-Kai Chen

M.S. Student, Institute of Computer Science and Engineering, National Chiao Tung University

2021/04–present

Research Interests:
  • Computer Vision
  • Deep Learning

Ya-Han Chang

M.S. Student, Institute of Multimedia Engineering, National Chiao Tung University

Advisors: Dr. Chun-Rong Huang and Dr. Yen-Yu Lin

2021/07–present

Research Interests:
  • Computer Vision

Cheng-Ju Ho

M.S. Student, Institute of Computer Science and Engineering, National Chiao Tung University

Advisors: Dr. Ming-Hsuan Yang, Dr. Yi-Hsuan Tsai and Dr. Yen-Yu Lin

2021/07–present

Research Interests:
  • Computer Vision
  • Machine Learning

Wei-Cheng Chien

M.S. Student, Institute of Computer Science and Engineering, National Chiao Tung University

2021/07–present

Research Interests:
  • Computer Vision

Chen-Hsuan Tai

M.S. Student, Institute of Computer Science and Engineering, National Chiao Tung University

Advisors: Dr. Ming-Hsuan Yang, Dr. Yi-Hsuan Tsai and Dr. Yen-Yu Lin

2021/07–present

Research Interests:
  • Computer Vision

Undergraduate Students


Ji-Jia Wu

2020/09–present
CS, NCTU
Yi-Ting Liu

2020/09–present
CS, NCTU
Wei-Jie Huang

2020/09–present
CS, NCTU
Tse-Hao Peng

2020/02–present
CS, NCTU
Chan-Yu Li

2021/09–present
CS, NCTU
Chen-Yu Chang

2021/09–present
CS, NCTU
Chia-Hao Chang

2021/09–present
CS, NCTU
Pei-Chun Tsai

2021/09–present
CS, NCTU
Kai-Li Wang

2021/09–present
CS, NCTU

 

Alumni

Ph.D.


Han-Yi Lin
Duration: 2017/12–2021/02
Institute: Computer Science and Information Engineering, National Taiwan University
Advisors: Dr. Tei-Wei Kuo and Dr. Yen-Yu Lin
Thesis: Visual-sensation-aware Content Processing for Energy-efficient and Quality-enhanced Display
Next Job: MediaTek
Website
Tsun-Yi Yang
Duration: 2014/09–2019/07
Institute: Computer Science and Information Engineering, National Taiwan University
Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin
Thesis: Deep Feature Learning for Fast and Efficient Regression Application
Next Job: Scape Technologies, UK -> Facebook, UKn
Website
Kuang-Jui Hsu
Duration: 2014/09–2019/07
Institute: Computer Science and Information Engineering, National Taiwan University
Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin
Thesis: Visual Attention-getting Object Discovery via Learning Weakly Supervised CNNs
Award: Ph.D. Thesis Award, Institute of Information & Computing Machinery (IICM), 2019; Ph.D. Thesis Award, the Chinese Image Processing and Pattern Recognition Society (IPPR), 2019
Next Job: Qualcomm, Taiwan
Website

Chung-Chi Tsai
Duration: 2016/05–2018/08
Institute: Electrical Engineering, Texas A&M University
Advisors: Dr. Xiaoning Qian and Dr. Yen-Yu Lin
Thesis: Image Co-saliency Detection: Novel Approaches with Convex Optimization and Deep Neural Networks
Next Job: Qualcomm, US
Website
Shih-Yao Lin
Duration: 2014/06–2016/01
Institute: Graduate Institute of Networking and Multimedia, National Taiwan University
Advisors: Dr. Yi-Ping Hung, Dr. Chu-Song Chen, and Dr. Yen-Yu Lin
Thesis: Human Action Recognition based on Probabilistic Graphical Models
Award: Ph.D. Thesis Award, Institute of Information & Computing Machinery (IICM), 2016
Next Job: Bosch Research Center, US -> Tencent America -> R&D Center US San Jose Laboratory (SJL), SONY
Website

M.S.


Kuan-Yi Lee
Duration: 2020/09–2021/07
Institute: Departure of Electrical Engineering, National Tsing Hua University
Advisors: Dr. Chia-Wen Lin and Dr. Yen-Yu Lin
Thesis: Unsupervised Multi-class Object Co-segmentation with Contrastively Learned CNNs
Project Web
Next Job:
Fu-Jen Tsai
Duration: 2019/09–2021/07
Institute: Institute of Communications Engineering, National Tsing Hua University
Advisors: Dr. Chia-Wen Lin and Dr. Yen-Yu Lin
Thesis: BANet Blur-aware Attention Networks for Dynamic Scene Deblurring
Project Web
Next Job: Ph.D. Student, Department of Electrical Engineering, National Tsing Hua University
Yan-Ting Liou
Duration: 2017/07–2020/08
Institute: Department of Computer Science and Information Engineering, National Taiwan University
Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin
Thesis: Generalized Fake Image Forensics via Semi-Supervised Anomaly Detection
Next Job: Appier
Ching-Yuan Lin
Duration: 2019/03-2020/03
Institute: Department of Electrical Engineering, National Tsing Hua University
Advisors: Dr. Chia-Wen Lin and Dr. Yen-Yu Lin
Thesis: Multiple Foreground Co-segmentation using Unsupervised Convolutional Neural Networks
Next Job:
Yi-Hsuan Huang
Duration: 2018/02–2019/09
Institute: Graduate Institute of Networking and Multimedia, National Taiwan University
Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin
Thesis: OSSN: A One-shot Siamese Network for Semantic Segmentation of 3D Point Clouds
Next Job: MediaTek
Chiao-An Yang
Duration: 2017/09–2019/07
Institute: Graduate Institute of Networking and Multimedia, National Taiwan University
Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin
Thesis: Soft Ranking Losses for Deep Image Similarity Estimation
Next Job: Research assistant, National Taiwan University
Yung-Han Huang
Duration: 2017/09–2019/07
Institute: Data Science Degree Program, NTU & Sinica
Advisors: Dr. Shyh-Kang Jeng and Dr. Yen-Yu Lin
Thesis: Weakly Supervised Video Re-localization of Action Segments with Multiscale Attention Model
Next Job: Perfect Corp.
Yi-Tung Liao
Duration: 2016/09–2018/07
Institute: Computer Science and Information Engineering, National Taiwan University
Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin
Thesis: Deep Video Frame Interpolation using Cyclic Frame Generation
Award: M.S. Thesis Award, Institute of Information & Computing Machinery (IICM), 2018
Next Job: World Quant
Jo-Han Hsu
Duration: 2015/09–2017/06
Institute: Computer Science and Information Engineering, National Taiwan University
Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin
Thesis: Distilling from the Past: Self-Distillation by Using Epoch Regularization
Next Job: HTC
Ya-Fang Shih
Duration: 2016/02–2017/06
Institute: Computer Science and Information Engineering, National Taiwan University
Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin
Thesis: Deep Co-occurrence Feature Learning for Visual Object Recognition
Award: M.S. Thesis Award, Institute of Information & Computing Machinery (IICM), 2017; M.S. Thesis Award, the Chinese Image Processing and Pattern Recognition (IPPR) Society, 2017
Next Job: HTC -> Verisk Analytics
Yuan-Ting Hu
Duration: 2013/08–2015/06
Institute: Computer Science and Information Engineering, National Taiwan University
Advisors: Dr. Bing-Yu Chen and Dr. Yen-Yu Lin
Thesis: DescriptorBoost: An Unsupervised Approach to Fusing Multiple Descriptors in the Homography Space
Next Job: ULSee -> Ph.D. Student, Electrical and Computer Engineering, University of Illinois Urbana-Champaign
Website
Han-Yi Tsai
Duration: 2013/06–2014/12
Institute: Computer Science and Information Engineering, National Taiwan University
Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin
Thesis: Patch Match with Multiple Descriptors for Scene Alignment
Next Job: Dynacolor
Kuang-Jui Hsu
Duration: 2011/04–2013/06
Institute: Graduate Institute of Networking and Multimedia, National Taiwan University
Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin
Thesis: Augmented Multiple Instance Regression for Inferring Object Contours within Bounding Boxes
Award: M.S. Thesis Award, Institute of Information & Computing Machinery (IICM), 2013
Next Job: Ph.D. Student, Computer Science and Information Engineering, National Taiwan University
Website
Yi-Chen Wang
Duration: 2011/07–2012/06
Institute: Graduate Institute of Communication Engineering, National Taiwan University
Advisors: Dr. Shyh-Kang Jeng and Dr. Yen-Yu Lin
Thesis: Anomaly Detection Localization via Foreground Motion Information
Next Job: Taiwan Semiconductor Manufacturing Company
Chin-An Lin
Duration: 2011/07–2012/06
Institute: Graduate Institute of Communication Engineering, National Taiwan University
Advisors: Dr. Shyh-Kang Jeng and Dr. Yen-Yu Lin
Thesis: An Efficient Temporal Model for Action Recognition Using Multivariate Linear Prediction
Award: Best Master Thesis Award, Institute of Information & Computing Machinery (IICM), 2012
Next Job: Quanta Research Institute

Research Assistants


Yan-Bo Lin
2020/08–2021/07
Next Job: Ph.D. Student, Computer Science, University of North Carolina at Chapel Hill
Website
Cheng-Chun Hsu
2018/07–2020/08
Next Job: M.S. Student, Computer Science, University of Texas at Austin
Website
Han-Yi Wang
2018/05–2020/07
Next Job: M.S. Student, Computer Science & Engineering, Texas A&M University
Wei-Cheng Wang
2018/03–2019/07
Next Job: Ph.D. Student, Computer Science Engineering, Ghent University
Website
Yi-Ting Chen
2018/07–2019/07
Next Job: M.S. Student, Master of Science in Computer Vision, Robotics Institute, Carnegie Mellon University
Website
Yi-Wen Chen
2017/07–2019/06
Next Job: Ph.D. Student, Electrical Engineering and Computer Science, University of California, Merced
Website
Hao-Hsiang Hung
2017/07–2019/03
Next Job: M.S. Student, Computer Science and Information Engineering, National Taiwan University
Chia-Chen Ho
2018/07–2019/03
Next Job: Research assistant, Computer Science, National Tsing Hua University
Yun-Chun (Johnny) Chen
2018/07–2019/03
Next Job: Short-term Visiting Scholar, Bradley Department of Electrical and Computer Engineering, Virginia Tech
Website
Yu-Chiang Cheng
2017/09–2019/02
Next Job:
Chao-Te Chou
2017/07–2019/02
Next Job: M.S. Student, Computer Science, University of California, San Diego
Website
Yu-Lun Liu
2017/09–2018/09
Next Job: Ph.D. Student, Computer Science and Information Engineering, National Taiwan University
Website
Yang-Ming Yeh
2015/09–2018/07
Next Job: Ph.D. Student, Graduate Institute of Electronics Engineering, National Taiwan University
Ting-Kuei Hu
2015/09–2018/07
Next Job: M.S. Student, Computer Science & Engineering, Texas A&M University
Website
Yu-Kai Chiu
2018/05–2018/07
Next Job: M.S. Student, Master of Entertainment Technology, School of Computer Science, Carnegie Mellon University
Li-Yu Yu
2016/07–2017/11
Next Job: M.S. Student, Electrical Engineering, National Taiwan University
Po-Hsiang Huang
2016/07–2017/11
Next Job: M.S. Student, Electrical Engineering, National Taiwan University
Fu-Yu Chuang
2016/07–2017/09
Next Job: M.S. Student, Electrical Engineering, National Taiwan University
Chu-Ya Yang
2016/07–2017/08
Next Job: Research assistant, IIS, Academia Sinica -> M.S. Student, Computer Science, Texas A&M University
Hao-Hsuan Chang
2016/09–2017/06
Next Job: Ph.D. Student, Electrical and Computer Engineering, Virginia Tech
Website
An An Yu
2016/01–2016/07
Next Job: Google
Wan-Rou Liu
2016/01–2016/05
Pai-Heng Hsiao
2013/11–2015/12
Next Job: Umbo CV -> Memorence AI
Wei-Sheng Lai
2014/09–2015/07
Next Job: Ph.D. Student, Electrical Engineering and Computer Science, University of California, Merced
Website
Hsiao-Hang Su
2014/07–2015/04
Next Job: Undergraduate, School of Dentistry, Kaohsiung Medical University
Min-Hung Chen
2013/07–2014/07
Next Job: Ph.D. Student, Electrical and Computer Engineering, Georgia Institute of Technology
Website
Hsiao-Tung Chen
2013/07–2014/07
Next Job: M.S. Student, Electrical and Computer Engineering, Cornell University -> Amazon
Website
Hsin-Yi Chen
2011/07–2014/06
Next Job: Ph.D. Student, Computer Science and Information Engineering, National Taiwan University -> NVIDIA
Website
Feng-Ju Chang
2011/08–2013/07
Next Job: Ph.D. Student, Electrical Engineering, University of Southern California
Website
Yao-Chuan Chang
2012/06–2013/06
Next Job: Ph.D. Student, Biomedical Engineering, University of Southern California
Jeng-Tsung Tsai
2012/07–2013/06
Next Job: M.S. Student, Computer Science, University of Southern California -> MathWorks
Ju-Hsuan Hua
2012/08–2013/06
Next Job: M.S. Student, Robotics, Carnegie Mellon University
Tsung-Yi Lin
2011/02–2011/07
Next Job: Ph.D. Student, Computer Science, University of California, San Diego
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Undergraduate Students


Hao-Cheng Yang
2019/08–2021/01
CS, NCTU

Hsin-En Su
2020/03–2021/01
CS, NCTU

Shao-Hao Lu
2020/02–2021/01
CS, NCTU

Yun-Jui Wu
2020/02–2021/01
CS, NCTU

Po-Kai Su
2020/09–2021/06
CS, NCTU

Kai-Syun Chen
2020/09–2021/06
CS, NCTU

Jui-Che Chiang
2020/09–2021/06
CS, NCTU

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    EC118, Engineering Building 3, 1001 University Road, Hsinchu 300, Taiwan

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